{"id":"W4252579873","doi":"10.1145/2377677.2377681","title":"HyperDex","year":2012,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Scalability; Key (lock); Hash function; Chaining; Distributed computing; Consistency (knowledge bases); Object (grammar); Overhead (engineering); Block (permutation group theory); Hash table; Implementation; Database; Software engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059803,0.0001765105,0.0003077602,0.00006149423,0.0002174126,0.0001123459,0.004577195,0.00004352944,0.00003704633],"category_scores_gemma":[0.0001168329,0.0001586607,0.0001596509,0.000352167,0.00003681657,0.0008413069,0.00256559,0.000270155,0.000626165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005293317,"about_ca_system_score_gemma":0.00002804526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565234,"about_ca_topic_score_gemma":0.000001364808,"domain_scores_codex":[0.9982697,0.0005639727,0.0003968178,0.0002081354,0.0002409604,0.0003203857],"domain_scores_gemma":[0.9941892,0.0004892497,0.0001665418,0.004885778,0.0001140343,0.000155188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001280437,0.0003303684,0.002028873,0.0004469609,0.00006455067,0.000001695293,0.0005017605,0.000008992636,0.00005737213,0.08792411,0.1513686,0.7572654],"study_design_scores_gemma":[0.000345597,0.00005196503,0.003692338,0.002365137,0.00005730099,0.0001430215,0.000007282284,0.01432397,0.00002900773,0.001454736,0.9769259,0.0006037258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001484353,0.5291915,0.4248626,0.03549712,0.001007994,0.0006233098,0.000001696357,0.0008531152,0.006478354],"genre_scores_gemma":[0.5685053,0.1230748,0.2659744,0.04164191,0.000294772,0.0001075929,0.00003931324,0.00003205578,0.000329857],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8255573,"threshold_uncertainty_score":0.8505644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492030506278052,"score_gpt":0.2853808686881626,"score_spread":0.2404605636253821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}